Pandas Profiling Report

Dataset statistics

Number of variables	15
Number of observations	2351
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	349.2 KiB
Average record size in memory	152.1 B

Variable types

Numeric	10
Categorical	5

Alerts

`seller_name` has a high cardinality: 1617 distinct values	High cardinality
`title` has a high cardinality: 2295 distinct values	High cardinality
`comment` has a high cardinality: 1912 distinct values	High cardinality
`item_approx_price` is highly overall correlated with `item_primary_price`	High correlation
`accurate_description` is highly overall correlated with `communication` and 3 other fields	High correlation
`communication` is highly overall correlated with `accurate_description` and 3 other fields	High correlation
`shipping_speed` is highly overall correlated with `accurate_description` and 3 other fields	High correlation
`feedback_pr` is highly overall correlated with `kmeans_cluster`	High correlation
`item_primary_price` is highly overall correlated with `item_approx_price`	High correlation
`reasonable_shipping_cost` is highly overall correlated with `kmeans_cluster` and 1 other fields	High correlation
`no_of_comments` is highly overall correlated with `kmeans_cluster` and 1 other fields	High correlation
`kmeans_cluster` is highly overall correlated with `accurate_description` and 6 other fields	High correlation
`agglomerative_cluster` is highly overall correlated with `accurate_description` and 5 other fields	High correlation
`title` is uniformly distributed	Uniform
`item_no` has unique values	Unique
`item_approx_price` has 256 (10.9%) zeros	Zeros
`accurate_description` has 291 (12.4%) zeros	Zeros
`communication` has 291 (12.4%) zeros	Zeros
`shipping_speed` has 291 (12.4%) zeros	Zeros
`feedback_pr` has 1073 (45.6%) zeros	Zeros
`review_count` has 2191 (93.2%) zeros	Zeros
`reasonable_shipping_cost` has 295 (12.5%) zeros	Zeros

Reproduction

Analysis started	2023-10-27 20:42:35.967300
Analysis finished	2023-10-27 20:42:49.326716
Duration	13.36 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

item_approx_price
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	954
Distinct (%)	40.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4176726

Minimum	0
Maximum	10.618886
Zeros	256
Zeros (%)	10.9%
Negative	0
Negative (%)	0.0%
Memory size	101.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.6823905
median	3.5576312
Q3	4.4164281
95-th percentile	5.8473632
Maximum	10.618886
Range	10.618886
Interquartile range (IQR)	1.7340376

Descriptive statistics

Standard deviation	1.6811043
Coefficient of variation (CV)	0.49188571
Kurtosis	0.26378629
Mean	3.4176726
Median Absolute Deviation (MAD)	0.87524071
Skewness	-0.37612161
Sum	8034.9484
Variance	2.8261118
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	256	10.9%
4.016743316	33	1.4%
3.341093458	31	1.3%
3.065258336	28	1.2%
3.557631168	27	1.1%
2.215937286	26	1.1%
3.341801172	25	1.1%
2.682390454	25	1.1%
3.735047135	25	1.1%
3.557346064	23	1.0%
Other values (944)	1852	78.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	256	10.9%
0.009950330853	1	< 0.1%
0.8285518176	3	0.1%
0.8544153282	9	0.4%
0.9439058989	4	0.2%
0.9593502213	4	0.2%
0.993251773	1	< 0.1%
1.01523068	2	0.1%
1.01884732	1	< 0.1%
1.061256502	1	< 0.1%

Value	Count	Frequency (%)
10.61888559	1	< 0.1%
8.827248115	1	< 0.1%
8.484818749	1	< 0.1%
8.336905565	1	< 0.1%
8.299718541	1	< 0.1%
7.965882322	1	< 0.1%
7.857267998	1	< 0.1%
7.832704418	1	< 0.1%
7.747545024	2	0.1%
7.687502085	1	< 0.1%

accurate_description
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	12
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.2922161

Minimum	0
Maximum	5
Zeros	291
Zeros (%)	12.4%
Negative	0
Negative (%)	0.0%
Memory size	101.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.8
median	4.9
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	1.6170722
Coefficient of variation (CV)	0.37674528
Kurtosis	3.1786538
Mean	4.2922161
Median Absolute Deviation (MAD)	0.1
Skewness	-2.2673635
Sum	10091
Variance	2.6149224
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
4.9	946	40.2%
5	696	29.6%
0	291	12.4%
4.8	248	10.5%
4.7	100	4.3%
4.6	43	1.8%
4.5	11	0.5%
4.4	6	0.3%
4.2	4	0.2%
4.3	4	0.2%
Other values (2)	2	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	291	12.4%
3.7	1	< 0.1%
3.8	1	< 0.1%
4.2	4	0.2%
4.3	4	0.2%
4.4	6	0.3%
4.5	11	0.5%
4.6	43	1.8%
4.7	100	4.3%
4.8	248	10.5%

Value	Count	Frequency (%)
5	696	29.6%
4.9	946	40.2%
4.8	248	10.5%
4.7	100	4.3%
4.6	43	1.8%
4.5	11	0.5%
4.4	6	0.3%
4.3	4	0.2%
4.2	4	0.2%
3.8	1	< 0.1%

seller_name
Categorical

Distinct	1617
Distinct (%)	68.8%
Missing	0
Missing (%)	0.0%
Memory size	101.3 KiB

Jewellery-exports	31
cecraig	28
pearlwholesale	28
wholesalejewelryer	24
romanticism2012	20
Other values (1612)	2220

Length

Max length	35
Median length	29
Mean length	13.521055
Min length	3

Characters and Unicode

Total characters	31788
Distinct characters	76
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1377 ?
Unique (%)	58.6%

Sample

1st row	health-solution-prime
2nd row	health-solution-prime
3rd row	health-solution-prime
4th row	health-solution-prime
5th row	health-solution-prime

Common Values

Value	Count	Frequency (%)
Jewellery-exports	31	1.3%
cecraig	28	1.2%
pearlwholesale	28	1.2%
wholesalejewelryer	24	1.0%
romanticism2012	20	0.9%
Nature Supplements Store	20	0.9%
health-solution-prime	17	0.7%
Trading Chiefs	14	0.6%
super-diag	14	0.6%
doubtfu-16	13	0.6%
Other values (1607)	2142	91.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
store	63	1.8%
and	44	1.3%
the	37	1.1%
jewellery-exports	31	0.9%
pearlwholesale	28	0.8%
cecraig	28	0.8%
wholesalejewelryer	24	0.7%
shop	24	0.7%
nature	21	0.6%
trading	21	0.6%
Other values (1988)	3186	90.8%

Most occurring characters

Value	Count	Frequency (%)
e	2910	9.2%
a	2286	7.2%
o	1794	5.6%
r	1768	5.6%
s	1732	5.4%
i	1713	5.4%
l	1620	5.1%
t	1479	4.7%
n	1361	4.3%
	1156	3.6%
Other values (66)	13969	43.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	24424	76.8%
Uppercase Letter	3323	10.5%
Decimal Number	2041	6.4%
Space Separator	1156	3.6%
Dash Punctuation	358	1.1%
Connector Punctuation	319	1.0%
Other Punctuation	153	0.5%
Final Punctuation	8	< 0.1%
Math Symbol	3	< 0.1%
Open Punctuation	1	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2910	11.9%
a	2286	9.4%
o	1794	7.3%
r	1768	7.2%
s	1732	7.1%
i	1713	7.0%
l	1620	6.6%
t	1479	6.1%
n	1361	5.6%
c	904	3.7%
Other values (16)	6857	28.1%

Uppercase Letter

Value	Count	Frequency (%)
S	369	11.1%
T	259	7.8%
C	255	7.7%
A	195	5.9%
R	188	5.7%
E	174	5.2%
L	153	4.6%
P	148	4.5%
O	140	4.2%
N	139	4.2%
Other values (16)	1303	39.2%

Decimal Number

Value	Count	Frequency (%)
1	333	16.3%
2	326	16.0%
0	288	14.1%
8	206	10.1%
6	176	8.6%
9	163	8.0%
4	162	7.9%
3	155	7.6%
7	141	6.9%
5	91	4.5%

Other Punctuation

Value	Count	Frequency (%)
'	66	43.1%
.	55	35.9%
&	22	14.4%
/	5	3.3%
*	3	2.0%
,	2	1.3%

Space Separator

Value	Count	Frequency (%)
	1156	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	358	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	319	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	8	100.0%

Math Symbol

Value	Count	Frequency (%)
~	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Other Symbol

Value	Count	Frequency (%)
™	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	27747	87.3%
Common	4041	12.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2910	10.5%
a	2286	8.2%
o	1794	6.5%
r	1768	6.4%
s	1732	6.2%
i	1713	6.2%
l	1620	5.8%
t	1479	5.3%
n	1361	4.9%
c	904	3.3%
Other values (42)	10180	36.7%

Common

Value	Count	Frequency (%)
	1156	28.6%
-	358	8.9%
1	333	8.2%
2	326	8.1%
_	319	7.9%
0	288	7.1%
8	206	5.1%
6	176	4.4%
9	163	4.0%
4	162	4.0%
Other values (14)	554	13.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31779	> 99.9%
Punctuation	8	< 0.1%
Letterlike Symbols	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	2910	9.2%
a	2286	7.2%
o	1794	5.6%
r	1768	5.6%
s	1732	5.5%
i	1713	5.4%
l	1620	5.1%
t	1479	4.7%
n	1361	4.3%
	1156	3.6%
Other values (64)	13960	43.9%

Punctuation

Value	Count	Frequency (%)
’	8	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
™	1	100.0%

communication
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3349213

Minimum	0
Maximum	5
Zeros	291
Zeros (%)	12.4%
Negative	0
Negative (%)	0.0%
Memory size	101.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.9
median	5
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	1.632083
Coefficient of variation (CV)	0.37649657
Kurtosis	3.1940721
Mean	4.3349213
Median Absolute Deviation (MAD)	0
Skewness	-2.2732076
Sum	10191.4
Variance	2.6636949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
5	1322	56.2%
4.9	557	23.7%
0	291	12.4%
4.8	89	3.8%
4.7	50	2.1%
4.6	27	1.1%
4.5	7	0.3%
4.4	6	0.3%
4.3	1	< 0.1%
3.5	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	291	12.4%
3.5	1	< 0.1%
4.3	1	< 0.1%
4.4	6	0.3%
4.5	7	0.3%
4.6	27	1.1%
4.7	50	2.1%
4.8	89	3.8%
4.9	557	23.7%
5	1322	56.2%

Value	Count	Frequency (%)
5	1322	56.2%
4.9	557	23.7%
4.8	89	3.8%
4.7	50	2.1%
4.6	27	1.1%
4.5	7	0.3%
4.4	6	0.3%
4.3	1	< 0.1%
3.5	1	< 0.1%
0	291	12.4%

shipping_speed
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3403233

Minimum	0
Maximum	5
Zeros	291
Zeros (%)	12.4%
Negative	0
Negative (%)	0.0%
Memory size	101.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.9
median	5
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	1.6337006
Coefficient of variation (CV)	0.37640067
Kurtosis	3.2000637
Mean	4.3403233
Median Absolute Deviation (MAD)	0
Skewness	-2.2753425
Sum	10204.1
Variance	2.6689776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
5	1377	58.6%
4.9	524	22.3%
0	291	12.4%
4.8	99	4.2%
4.7	34	1.4%
4.6	15	0.6%
4.5	5	0.2%
4.1	3	0.1%
4.4	1	< 0.1%
4.3	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	291	12.4%
4	1	< 0.1%
4.1	3	0.1%
4.3	1	< 0.1%
4.4	1	< 0.1%
4.5	5	0.2%
4.6	15	0.6%
4.7	34	1.4%
4.8	99	4.2%
4.9	524	22.3%

Value	Count	Frequency (%)
5	1377	58.6%
4.9	524	22.3%
4.8	99	4.2%
4.7	34	1.4%
4.6	15	0.6%
4.5	5	0.2%
4.4	1	< 0.1%
4.3	1	< 0.1%
4.1	3	0.1%
4	1	< 0.1%

title
Categorical

HIGH CARDINALITY UNIFORM

Distinct	2295
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Memory size	101.3 KiB

SEIKO 5 AUTOMATIC STEEL SILVER DAY/DATE VINTAGE MEN'S WRIST WATCH	4
Original USB-C Charger Cable Charging Cord For iPhone 6 7 8 10 11 12 13 pro Max	4
Authentic Ancient Native American Pre Historic Hardin Point Arrowhead Artifact	4
Throw - Alpaca wool throw Blanket \| Baby Alpaca Throw Blanket \| wool throw	3
Ancient Bronze Viking Arrow Norse weapon artifact Historical Weapon of War	3
Other values (2290)	2333

Length

Max length	91
Median length	86
Mean length	70.713313
Min length	6

Characters and Unicode

Total characters	166247
Distinct characters	157
Distinct categories	20 ?
Distinct scripts	6 ?
Distinct blocks	11 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2251 ?
Unique (%)	95.7%

Sample

1st row	Vitamins And Dietary Supplements - Muscle Builder XXL - more muscle growth - 1 B
2nd row	Vitamins And Dietary Supplements - MALE VIRILITY - formula works well - 1 Bottle
3rd row	Vitamins And Dietary Supplements - GARCINIA CAMBOGIA -Manage cortisol - 1 B
4th row	Vitamins And Dietary Supplements - CREATINE POWDER - INSIDE Your Body - 1 B, 100
5th row	Vitamins And Dietary Supplements - ELK VELVET ANTLER - overall wellness - 1 B,60

Common Values

Value	Count	Frequency (%)
SEIKO 5 AUTOMATIC STEEL SILVER DAY/DATE VINTAGE MEN'S WRIST WATCH	4	0.2%
Original USB-C Charger Cable Charging Cord For iPhone 6 7 8 10 11 12 13 pro Max	4	0.2%
Authentic Ancient Native American Pre Historic Hardin Point Arrowhead Artifact	4	0.2%
Throw - Alpaca wool throw Blanket \| Baby Alpaca Throw Blanket \| wool throw	3	0.1%
Ancient Bronze Viking Arrow Norse weapon artifact Historical Weapon of War	3	0.1%
LATTAFA YARA PERFUME FOR WOMEN 100 ML EDP \| 100% Original \| Female Long Lasting	3	0.1%
USB-C to USB-C Cable Fast Charger Type C to Type C Charging Cord Rapid Charger	3	0.1%
Custom Gaming Desktop PC Intel i7 Quad 16 GB SSD + 1TB Nvidia GTX 660 2 GB HDMI	3	0.1%
Hmt Pilot Hand Winding Men's Steel 17 Jewels Vintage Working Wrist Watch	3	0.1%
Authentic Pre Historic Native American Hardin stemmed arrowhead point	2	0.1%
Other values (2285)	2319	98.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	764	2.8%
new	437	1.6%
for	302	1.1%
and	203	0.8%
blanket	194	0.7%
size	179	0.7%
throw	178	0.7%
vintage	174	0.6%
black	173	0.6%
car	172	0.6%
Other values (6059)	24220	89.7%

Most occurring characters

Value	Count	Frequency (%)
	24814	14.9%
e	11998	7.2%
a	9113	5.5%
r	7916	4.8%
i	7672	4.6%
o	7638	4.6%
n	7506	4.5%
t	7102	4.3%
l	5463	3.3%
s	4682	2.8%
Other values (147)	72343	43.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	95644	57.5%
Uppercase Letter	33802	20.3%
Space Separator	24822	14.9%
Decimal Number	8372	5.0%
Other Punctuation	1866	1.1%
Dash Punctuation	1057	0.6%
Open Punctuation	172	0.1%
Close Punctuation	169	0.1%
Math Symbol	116	0.1%
Final Punctuation	105	0.1%
Other values (10)	122	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	11998	12.5%
a	9113	9.5%
r	7916	8.3%
i	7672	8.0%
o	7638	8.0%
n	7506	7.8%
t	7102	7.4%
l	5463	5.7%
s	4682	4.9%
d	3180	3.3%
Other values (29)	23374	24.4%

Uppercase Letter

Value	Count	Frequency (%)
S	3277	9.7%
C	2675	7.9%
A	2420	7.2%
B	2087	6.2%
P	2034	6.0%
M	1893	5.6%
T	1672	4.9%
E	1623	4.8%
D	1618	4.8%
R	1592	4.7%
Other values (19)	12911	38.2%

Other Punctuation

Value	Count	Frequency (%)
.	429	23.0%
/	371	19.9%
,	285	15.3%
"	237	12.7%
'	162	8.7%
&	99	5.3%
!	82	4.4%
*	77	4.1%
#	52	2.8%
:	29	1.6%
Other values (9)	43	2.3%

Other Symbol

Value	Count	Frequency (%)
🔥	13	19.4%
💎	11	16.4%
⚡	11	16.4%
°	9	13.4%
®	3	4.5%
🥇	3	4.5%
℉	2	3.0%
🦋	2	3.0%
🏆	2	3.0%
💖	2	3.0%
Other values (9)	9	13.4%

Decimal Number

Value	Count	Frequency (%)
0	1570	18.8%
1	1565	18.7%
2	1238	14.8%
5	860	10.3%
3	635	7.6%
6	607	7.3%
4	584	7.0%
8	445	5.3%
9	442	5.3%
7	426	5.1%

Other Letter

Value	Count	Frequency (%)
ស	5	38.5%
រ	2	15.4%
ម	2	15.4%
ល	1	7.7%
ដ	1	7.7%
ច	1	7.7%
ទ	1	7.7%

Nonspacing Mark

Value	Count	Frequency (%)
️	3	33.3%
្	2	22.2%
៉	2	22.2%
ូ	1	11.1%
ី	1	11.1%

Math Symbol

Value	Count	Frequency (%)
\|	49	42.2%
+	48	41.4%
~	18	15.5%
×	1	0.9%

Open Punctuation

Value	Count	Frequency (%)
(	154	89.5%
[	16	9.3%
{	2	1.2%

Close Punctuation

Value	Count	Frequency (%)
)	151	89.3%
]	16	9.5%
}	2	1.2%

Spacing Mark

Value	Count	Frequency (%)
ា	2	40.0%
េ	2	40.0%
ែ	1	20.0%

Modifier Symbol

Value	Count	Frequency (%)
^	2	40.0%
`	2	40.0%
´	1	20.0%

Space Separator

Value	Count	Frequency (%)
	24814	> 99.9%
	8	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1051	99.4%
–	6	0.6%

Final Punctuation

Value	Count	Frequency (%)
”	81	77.1%
’	24	22.9%

Initial Punctuation

Value	Count	Frequency (%)
“	9	81.8%
‘	2	18.2%

Format

Value	Count	Frequency (%)
	1	50.0%
⁣	1	50.0%

Currency Symbol

Value	Count	Frequency (%)
$	8	100.0%

Other Number

Value	Count	Frequency (%)
¼	1	100.0%

Private Use

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	129424	77.9%
Common	36773	22.1%
Khmer	24	< 0.1%
Cyrillic	22	< 0.1%
Inherited	3	< 0.1%
Unknown	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	24814	67.5%
0	1570	4.3%
1	1565	4.3%
2	1238	3.4%
-	1051	2.9%
5	860	2.3%
3	635	1.7%
6	607	1.7%
4	584	1.6%
8	445	1.2%
Other values (63)	3404	9.3%

Latin

Value	Count	Frequency (%)
e	11998	9.3%
a	9113	7.0%
r	7916	6.1%
i	7672	5.9%
o	7638	5.9%
n	7506	5.8%
t	7102	5.5%
l	5463	4.2%
s	4682	3.6%
S	3277	2.5%
Other values (46)	57057	44.1%

Khmer

Value	Count	Frequency (%)
ស	5	20.8%
្	2	8.3%
រ	2	8.3%
៉	2	8.3%
ម	2	8.3%
ា	2	8.3%
េ	2	8.3%
ល	1	4.2%
ដ	1	4.2%
ច	1	4.2%
Other values (4)	4	16.7%

Cyrillic

Value	Count	Frequency (%)
а	4	18.2%
к	3	13.6%
р	2	9.1%
у	2	9.1%
ш	2	9.1%
г	2	9.1%
я	2	9.1%
е	1	4.5%
Ч	1	4.5%
И	1	4.5%
Other values (2)	2	9.1%

Inherited

Value	Count	Frequency (%)
️	3	100.0%

Unknown

Value	Count	Frequency (%)
	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	165971	99.8%
Punctuation	128	0.1%
None	82	< 0.1%
Khmer	24	< 0.1%
Cyrillic	22	< 0.1%
Misc Symbols	11	< 0.1%
VS	3	< 0.1%
Letterlike Symbols	3	< 0.1%
Dingbats	1	< 0.1%
Specials	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	24814	15.0%
e	11998	7.2%
a	9113	5.5%
r	7916	4.8%
i	7672	4.6%
o	7638	4.6%
n	7506	4.5%
t	7102	4.3%
l	5463	3.3%
s	4682	2.8%
Other values (80)	72067	43.4%

Punctuation

Value	Count	Frequency (%)
”	81	63.3%
’	24	18.8%
“	9	7.0%
–	6	4.7%
•	3	2.3%
‘	2	1.6%
‼	1	0.8%
…	1	0.8%
⁣	1	0.8%

None

Value	Count	Frequency (%)
🔥	13	15.9%
é	11	13.4%
💎	11	13.4%
°	9	11.0%
	8	9.8%
®	3	3.7%
🥇	3	3.7%
à	2	2.4%
â	2	2.4%
è	2	2.4%
Other values (15)	18	22.0%

Misc Symbols

Value	Count	Frequency (%)
⚡	11	100.0%

Khmer

Value	Count	Frequency (%)
ស	5	20.8%
្	2	8.3%
រ	2	8.3%
៉	2	8.3%
ម	2	8.3%
ា	2	8.3%
េ	2	8.3%
ល	1	4.2%
ដ	1	4.2%
ច	1	4.2%
Other values (4)	4	16.7%

Cyrillic

Value	Count	Frequency (%)
а	4	18.2%
к	3	13.6%
р	2	9.1%
у	2	9.1%
ш	2	9.1%
г	2	9.1%
я	2	9.1%
е	1	4.5%
Ч	1	4.5%
И	1	4.5%
Other values (2)	2	9.1%

VS

Value	Count	Frequency (%)
️	3	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
℉	2	66.7%
™	1	33.3%

Dingbats

Value	Count	Frequency (%)
❤	1	100.0%

Specials

Value	Count	Frequency (%)
	1	100.0%

PUA

Value	Count	Frequency (%)
	1	100.0%

feedback_pr
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	87
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4968049

Minimum	0
Maximum	4.6141299
Zeros	1073
Zeros (%)	45.6%
Negative	0
Negative (%)	0.0%
Memory size	101.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4.5612183
Q3	4.6021657
95-th percentile	4.6121458
Maximum	4.6141299
Range	4.6141299
Interquartile range (IQR)	4.6021657

Descriptive statistics

Standard deviation	2.2884227
Coefficient of variation (CV)	0.91654043
Kurtosis	-1.9706885
Mean	2.4968049
Median Absolute Deviation (MAD)	0.051920057
Skewness	-0.17483875
Sum	5869.9884
Variance	5.2368783
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1073	45.6%
4.610157727	83	3.5%
4.599152114	69	2.9%
4.606169686	63	2.7%
4.613138356	59	2.5%
4.598145571	57	2.4%
4.6121458	57	2.4%
4.608165695	55	2.3%
4.607168189	53	2.3%
4.611152258	51	2.2%
Other values (77)	731	31.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1073	45.6%
4.21508618	4	0.2%
4.293195421	1	< 0.1%
4.434381865	3	0.1%
4.447346101	1	< 0.1%
4.449685283	1	< 0.1%
4.455509411	1	< 0.1%
4.456670178	1	< 0.1%
4.462453884	4	0.2%
4.470495283	2	0.1%

Value	Count	Frequency (%)
4.614129927	44	1.9%
4.613138356	59	2.5%
4.6121458	57	2.4%
4.611152258	51	2.2%
4.610157727	83	3.5%
4.609162207	44	1.9%
4.608165695	55	2.3%
4.607168189	53	2.3%
4.606169686	63	2.7%
4.604169686	28	1.2%

item_primary_price
Real number (ℝ)

Distinct	1014
Distinct (%)	43.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5231737

Minimum	0.0099503309
Maximum	10.308986
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	101.3 KiB

Quantile statistics

Minimum	0.0099503309
5-th percentile	1.2570385
Q1	2.6751811
median	3.4336646
Q3	4.3306018
95-th percentile	5.8607862
Maximum	10.308986
Range	10.299036
Interquartile range (IQR)	1.6554206

Descriptive statistics

Standard deviation	1.350105
Coefficient of variation (CV)	0.38320704
Kurtosis	0.70618456
Mean	3.5231737
Median Absolute Deviation (MAD)	0.82887445
Skewness	0.44268268
Sum	8282.9814
Variance	1.8227834
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.713328135	33	1.4%
3.044046134	31	1.3%
1.944480556	29	1.2%
2.771963527	29	1.2%
3.258096538	28	1.2%
2.396985768	27	1.1%
3.044522438	27	1.1%
3.433664572	26	1.1%
2.772588722	23	1.0%
3.257711849	23	1.0%
Other values (1004)	2075	88.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.009950330853	1	< 0.1%
0.6881346387	13	0.6%
0.7654678421	1	< 0.1%
0.7793248768	5	0.2%
0.8020015855	2	0.1%
0.8109302162	2	0.1%
0.8197798315	1	< 0.1%
0.8285518176	2	0.1%
0.8329091229	1	< 0.1%
0.8415671857	2	0.1%

Value	Count	Frequency (%)
10.30898599	1	< 0.1%
9.107988659	1	< 0.1%
8.824824939	1	< 0.1%
8.517393171	1	< 0.1%
8.2238337	1	< 0.1%
8.174984533	1	< 0.1%
8.160643954	1	< 0.1%
8.027084809	1	< 0.1%
7.989899375	2	0.1%
7.824445931	1	< 0.1%

review_count
Real number (ℝ)

Distinct	69
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.1293067

Minimum	0
Maximum	1105
Zeros	2191
Zeros (%)	93.2%
Negative	0
Negative (%)	0.0%
Memory size	101.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	1105
Range	1105
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	51.746751
Coefficient of variation (CV)	10.088449
Kurtosis	271.89759
Mean	5.1293067
Median Absolute Deviation (MAD)	0
Skewness	15.680362
Sum	12059
Variance	2677.7263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2191	93.2%
1	19	0.8%
4	12	0.5%
5	9	0.4%
3	9	0.4%
2	6	0.3%
22	5	0.2%
10	5	0.2%
11	5	0.2%
6	3	0.1%
Other values (59)	87	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2191	93.2%
1	19	0.8%
2	6	0.3%
3	9	0.4%
4	12	0.5%
5	9	0.4%
6	3	0.1%
7	3	0.1%
8	3	0.1%
9	3	0.1%

Value	Count	Frequency (%)
1105	1	< 0.1%
986	1	< 0.1%
962	1	< 0.1%
844	1	< 0.1%
769	2	0.1%
608	1	< 0.1%
418	1	< 0.1%
392	2	0.1%
239	1	< 0.1%
211	1	< 0.1%

reasonable_shipping_cost
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.2990642

Minimum	0
Maximum	5
Zeros	295
Zeros (%)	12.5%
Negative	0
Negative (%)	0.0%
Memory size	101.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.8
median	4.9
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	1.6328852
Coefficient of variation (CV)	0.3798234
Kurtosis	3.0644268
Mean	4.2990642
Median Absolute Deviation (MAD)	0.1
Skewness	-2.2406744
Sum	10107.1
Variance	2.666314
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
5	1164	49.5%
4.9	403	17.1%
0	295	12.5%
4.8	294	12.5%
4.7	103	4.4%
4.6	52	2.2%
4.5	26	1.1%
4.4	10	0.4%
4.3	2	0.1%
4.1	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	295	12.5%
4.1	1	< 0.1%
4.2	1	< 0.1%
4.3	2	0.1%
4.4	10	0.4%
4.5	26	1.1%
4.6	52	2.2%
4.7	103	4.4%
4.8	294	12.5%
4.9	403	17.1%

Value	Count	Frequency (%)
5	1164	49.5%
4.9	403	17.1%
4.8	294	12.5%
4.7	103	4.4%
4.6	52	2.2%
4.5	26	1.1%
4.4	10	0.4%
4.3	2	0.1%
4.2	1	< 0.1%
4.1	1	< 0.1%

item_no
Real number (ℝ)

Distinct	2351
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6487085 × 10¹¹

Minimum	1.1170102 × 10¹¹
Maximum	4.0455526 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	101.3 KiB

Quantile statistics

Minimum	1.1170102 × 10¹¹
5-th percentile	1.2565119 × 10¹¹
Q1	1.7596771 × 10¹¹
median	2.7459813 × 10¹¹
Q3	3.535622 × 10¹¹
95-th percentile	4.0385633 × 10¹¹
Maximum	4.0455526 × 10¹¹
Range	2.9285424 × 10¹¹
Interquartile range (IQR)	1.7759449 × 10¹¹

Descriptive statistics

Standard deviation	9.2069061 × 10¹⁰
Coefficient of variation (CV)	0.34759983
Kurtosis	-1.2974828
Mean	2.6487085 × 10¹¹
Median Absolute Deviation (MAD)	8.8480526 × 10¹⁰
Skewness	-0.061351102
Sum	6.2271136 × 10¹⁴
Variance	8.476712 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.349989223 × 10¹¹	1	< 0.1%
1.861248342 × 10¹¹	1	< 0.1%
4.044313055 × 10¹¹	1	< 0.1%
3.942990268 × 10¹¹	1	< 0.1%
1.856732961 × 10¹¹	1	< 0.1%
1.447777743 × 10¹¹	1	< 0.1%
2.745981283 × 10¹¹	1	< 0.1%
1.44782315 × 10¹¹	1	< 0.1%
4.045082157 × 10¹¹	1	< 0.1%
1.260840288 × 10¹¹	1	< 0.1%
Other values (2341)	2341	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.117010242 × 10¹¹	1	< 0.1%
1.123060187 × 10¹¹	1	< 0.1%
1.138835531 × 10¹¹	1	< 0.1%
1.138931059 × 10¹¹	1	< 0.1%
1.139042713 × 10¹¹	1	< 0.1%
1.139264875 × 10¹¹	1	< 0.1%
1.139336512 × 10¹¹	1	< 0.1%
1.139761862 × 10¹¹	1	< 0.1%
1.14123478 × 10¹¹	1	< 0.1%
1.141527398 × 10¹¹	1	< 0.1%

Value	Count	Frequency (%)
4.045552594 × 10¹¹	1	< 0.1%
4.045552507 × 10¹¹	1	< 0.1%
4.04555237 × 10¹¹	1	< 0.1%
4.045552226 × 10¹¹	1	< 0.1%
4.045551883 × 10¹¹	1	< 0.1%
4.045539262 × 10¹¹	1	< 0.1%
4.045539218 × 10¹¹	1	< 0.1%
4.045533496 × 10¹¹	1	< 0.1%
4.045528922 × 10¹¹	1	< 0.1%
4.045527349 × 10¹¹	1	< 0.1%

comment
Categorical

Distinct	1912
Distinct (%)	81.3%
Missing	0
Missing (%)	0.0%
Memory size	101.3 KiB

0	106
Great vitamin whith the best price aaaaaaaaaaaaaaaaaaaaaa&&	20
I like it a whole lot&Very good seller, fast shipping,recommend&Really liked the products	18
Perfect fit Arrived early than expected&Perfect fit Arrived early than expected&Perfect fit Arrived early than expected	17
Excellent&Never received the product nor communication fro seller&Fast shipping	14
Other values (1907)	2176

Length

Max length	1332
Median length	523
Mean length	175.38367
Min length	1

Characters and Unicode

Total characters	412327
Distinct characters	170
Distinct categories	7 ?
Distinct scripts	8 ?
Distinct blocks	9 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1777 ?
Unique (%)	75.6%

Sample

1st row	arrived on time&Excellent&Never received the product nor communication fro seller&Fast shipping
2nd row	Excellent&Never received the product nor communication fro seller&Fast shipping
3rd row	Excellent&Never received the product nor communication fro seller&Fast shipping
4th row	Excellent&Never received the product nor communication fro seller&Fast shipping
5th row	Excellent&Never received the product nor communication fro seller&Fast shipping

Common Values

Value	Count	Frequency (%)
0	106	4.5%
Great vitamin whith the best price aaaaaaaaaaaaaaaaaaaaaa&&	20	0.9%
I like it a whole lot&Very good seller, fast shipping,recommend&Really liked the products	18	0.8%
Perfect fit Arrived early than expected&Perfect fit Arrived early than expected&Perfect fit Arrived early than expected	17	0.7%
Excellent&Never received the product nor communication fro seller&Fast shipping	14	0.6%
Very niceThank you&excellent item, very rare, excellent seller went got great lengths to assure he had all the correct information, great communicator, perfect transaction in all respects thank you&Item asdescribed, well packed, promptly shipped Great Transaction	14	0.6%
Entrega rápida, muito antes do previsto&Really fast delivery Package was well packedsecured&Good stuff, good price, quick shipping satisfied with product	12	0.5%
Cute&Nice&Absolutely Perfect	9	0.4%
Das Sofa wurde wie neu geliefert und vom Personal sorgfältig aufgestellt Terminabsprache, Persönlicher Kontakt und die Möglichkeit eine Garantieverlängerung zu erwerben sind weitere Argumente für einen Kauf , bei Diesem Händler Die Lieferfristen 812 Wochen lt Beschreibung wurden mit 8 Wochen am unteren Ende bedient Alles in Allem eine 5 Sterne Empfehlung für Produkt, Service , und Abwicklung und Händler &SúperAlles passt&Vielen Dank, gibt nix zu meckern	8	0.3%
Great product at a great price, thanks&Perfect, thanks&GreatFasrThanks	8	0.3%
Other values (1902)	2125	90.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
and	2125	3.4%
the	1748	2.8%
seller	1271	2.0%
great	1244	2.0%
fast	1183	1.9%
as	1158	1.8%
i	1085	1.7%
thank	1059	1.7%
a	1040	1.6%
shipping	989	1.6%
Other values (6946)	50487	79.6%

Most occurring characters

Value	Count	Frequency (%)
	62799	15.2%
e	41920	10.2%
a	26240	6.4%
t	25143	6.1%
i	22297	5.4%
r	20853	5.1%
s	20068	4.9%
n	19105	4.6%
o	18841	4.6%
l	15452	3.7%
Other values (160)	139609	33.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	316949	76.9%
Space Separator	62799	15.2%
Uppercase Letter	21802	5.3%
Other Punctuation	9312	2.3%
Decimal Number	1145	0.3%
Control	256	0.1%
Other Letter	64	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	41920	13.2%
a	26240	8.3%
t	25143	7.9%
i	22297	7.0%
r	20853	6.6%
s	20068	6.3%
n	19105	6.0%
o	18841	5.9%
l	15452	4.9%
d	14783	4.7%
Other values (71)	92247	29.1%

Other Letter

Value	Count	Frequency (%)
て	4	6.2%
谢	4	6.2%
計	3	4.7%
時	3	4.7%
な	3	4.7%
素	2	3.1%
っ	2	3.1%
い	2	3.1%
敵	2	3.1%
ﾉ	2	3.1%
Other values (30)	37	57.8%

Uppercase Letter

Value	Count	Frequency (%)
T	2839	13.0%
A	2814	12.9%
I	2300	10.5%
G	1997	9.2%
E	1531	7.0%
S	1367	6.3%
F	928	4.3%
P	871	4.0%
N	744	3.4%
R	675	3.1%
Other values (24)	5736	26.3%

Decimal Number

Value	Count	Frequency (%)
0	338	29.5%
1	200	17.5%
5	171	14.9%
2	116	10.1%
3	101	8.8%
4	74	6.5%
7	40	3.5%
6	39	3.4%
8	37	3.2%
9	29	2.5%

Other Punctuation

Value	Count	Frequency (%)
&	6320	67.9%
,	2992	32.1%

Control

Value	Count	Frequency (%)
	252	98.4%
	4	1.6%

Space Separator

Value	Count	Frequency (%)
	62799	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	338509	82.1%
Common	73512	17.8%
Cyrillic	232	0.1%
Hiragana	29	< 0.1%
Han	23	< 0.1%
Greek	10	< 0.1%
Katakana	7	< 0.1%
Hangul	5	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	41920	12.4%
a	26240	7.8%
t	25143	7.4%
i	22297	6.6%
r	20853	6.2%
s	20068	5.9%
n	19105	5.6%
o	18841	5.6%
l	15452	4.6%
d	14783	4.4%
Other values (66)	113807	33.6%

Cyrillic

Value	Count	Frequency (%)
а	28	12.1%
о	26	11.2%
е	18	7.8%
с	15	6.5%
р	14	6.0%
в	12	5.2%
к	12	5.2%
и	11	4.7%
п	11	4.7%
д	10	4.3%
Other values (22)	75	32.3%

Hiragana

Value	Count	Frequency (%)
て	4	13.8%
な	3	10.3%
っ	2	6.9%
い	2	6.9%
よ	2	6.9%
り	2	6.9%
く	2	6.9%
し	2	6.9%
ま	2	6.9%
も	2	6.9%
Other values (6)	6	20.7%

Common

Value	Count	Frequency (%)
	62799	85.4%
&	6320	8.6%
,	2992	4.1%
0	338	0.5%
	252	0.3%
1	200	0.3%
5	171	0.2%
2	116	0.2%
3	101	0.1%
4	74	0.1%
Other values (5)	149	0.2%

Han

Value	Count	Frequency (%)
谢	4	17.4%
計	3	13.0%
時	3	13.0%
素	2	8.7%
敵	2	8.7%
你	2	8.7%
予	1	4.3%
想	1	4.3%
早	1	4.3%
届	1	4.3%
Other values (3)	3	13.0%

Greek

Value	Count	Frequency (%)
α	2	20.0%
ι	2	20.0%
ε	2	20.0%
Κ	1	10.0%
ν	1	10.0%
κ	1	10.0%
σ	1	10.0%

Katakana

Value	Count	Frequency (%)
ﾉ	2	28.6%
ヮ	1	14.3%
ピ	1	14.3%
ッ	1	14.3%
タ	1	14.3%
リ	1	14.3%

Hangul

Value	Count	Frequency (%)
다	1	20.0%
니	1	20.0%
감	1	20.0%
사	1	20.0%
합	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	411750	99.9%
None	281	0.1%
Cyrillic	232	0.1%
Hiragana	29	< 0.1%
CJK	23	< 0.1%
Hangul	5	< 0.1%
Katakana	5	< 0.1%
Latin Ext Additional	1	< 0.1%
Phonetic Ext	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	62799	15.3%
e	41920	10.2%
a	26240	6.4%
t	25143	6.1%
i	22297	5.4%
r	20853	5.1%
s	20068	4.9%
n	19105	4.6%
o	18841	4.6%
l	15452	3.8%
Other values (57)	139032	33.8%

None

Value	Count	Frequency (%)
ä	51	18.1%
ö	34	12.1%
é	27	9.6%
á	25	8.9%
ü	22	7.8%
í	22	7.8%
ó	20	7.1%
è	18	6.4%
ú	10	3.6%
ã	9	3.2%
Other values (20)	43	15.3%

Cyrillic

Value	Count	Frequency (%)
а	28	12.1%
о	26	11.2%
е	18	7.8%
с	15	6.5%
р	14	6.0%
в	12	5.2%
к	12	5.2%
и	11	4.7%
п	11	4.7%
д	10	4.3%
Other values (22)	75	32.3%

Hiragana

Value	Count	Frequency (%)
て	4	13.8%
な	3	10.3%
っ	2	6.9%
い	2	6.9%
よ	2	6.9%
り	2	6.9%
く	2	6.9%
し	2	6.9%
ま	2	6.9%
も	2	6.9%
Other values (6)	6	20.7%

CJK

Value	Count	Frequency (%)
谢	4	17.4%
計	3	13.0%
時	3	13.0%
素	2	8.7%
敵	2	8.7%
你	2	8.7%
予	1	4.3%
想	1	4.3%
早	1	4.3%
届	1	4.3%
Other values (3)	3	13.0%

Latin Ext Additional

Value	Count	Frequency (%)
ả	1	100.0%

Phonetic Ext

Value	Count	Frequency (%)
ᴗ	1	100.0%

Hangul

Value	Count	Frequency (%)
다	1	20.0%
니	1	20.0%
감	1	20.0%
사	1	20.0%
합	1	20.0%

Katakana

Value	Count	Frequency (%)
ヮ	1	20.0%
ピ	1	20.0%
ッ	1	20.0%
タ	1	20.0%
リ	1	20.0%

kmeans_cluster
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	101.3 KiB

1	1259
0	802
2	290

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2351
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	1259	53.6%
0	802	34.1%
2	290	12.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1259	53.6%
0	802	34.1%
2	290	12.3%

Most occurring characters

Value	Count	Frequency (%)
1	1259	53.6%
0	802	34.1%
2	290	12.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2351	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1259	53.6%
0	802	34.1%
2	290	12.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	2351	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1259	53.6%
0	802	34.1%
2	290	12.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2351	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1259	53.6%
0	802	34.1%
2	290	12.3%

agglomerative_cluster
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	101.3 KiB

0	2061
1	290

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2351
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2061	87.7%
1	290	12.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2061	87.7%
1	290	12.3%

Most occurring characters

Value	Count	Frequency (%)
0	2061	87.7%
1	290	12.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2351	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2061	87.7%
1	290	12.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	2351	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2061	87.7%
1	290	12.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2351	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2061	87.7%
1	290	12.3%

no_of_comments
Real number (ℝ)

Distinct	9
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.6882178

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	101.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	3
Q3	5
95-th percentile	6
Maximum	9
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4232811
Coefficient of variation (CV)	0.38589943
Kurtosis	-0.3421834
Mean	3.6882178
Median Absolute Deviation (MAD)	0
Skewness	0.64241077
Sum	8671
Variance	2.0257292
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
3	1459	62.1%
6	498	21.2%
4	153	6.5%
1	128	5.4%
5	72	3.1%
7	21	0.9%
2	17	0.7%
8	2	0.1%
9	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	128	5.4%
2	17	0.7%
3	1459	62.1%
4	153	6.5%
5	72	3.1%
6	498	21.2%
7	21	0.9%
8	2	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8	2	0.1%
7	21	0.9%
6	498	21.2%
5	72	3.1%
4	153	6.5%
3	1459	62.1%
2	17	0.7%
1	128	5.4%

Auto

Heatmap
Table

	item_approx_price	accurate_description	communication	shipping_speed	feedback_pr	item_primary_price	review_count	reasonable_shipping_cost	item_no	no_of_comments	kmeans_cluster	agglomerative_cluster
item_approx_price	1.000	0.066	0.054	0.222	-0.041	0.785	0.183	-0.071	-0.078	0.002	0.224	0.267
accurate_description	0.066	1.000	0.694	0.685	0.101	-0.081	-0.017	0.254	-0.076	0.160	0.706	0.998
communication	0.054	0.694	1.000	0.722	0.181	-0.110	0.000	0.346	-0.092	0.172	0.706	0.998
shipping_speed	0.222	0.685	0.722	1.000	0.166	0.040	0.047	0.241	-0.115	0.192	0.706	0.998
feedback_pr	-0.041	0.101	0.181	0.166	1.000	-0.169	0.087	0.400	-0.048	0.356	0.984	0.358
item_primary_price	0.785	-0.081	-0.110	0.040	-0.169	1.000	0.190	-0.254	-0.003	-0.183	0.243	0.258
review_count	0.183	-0.017	0.000	0.047	0.087	0.190	1.000	0.046	-0.055	0.076	0.043	0.062
reasonable_shipping_cost	-0.071	0.254	0.346	0.241	0.400	-0.254	0.046	1.000	-0.012	0.450	0.701	0.990
item_no	-0.078	-0.076	-0.092	-0.115	-0.048	-0.003	-0.055	-0.012	1.000	-0.101	0.118	0.124
no_of_comments	0.002	0.160	0.172	0.192	0.356	-0.183	0.076	0.450	-0.101	1.000	0.521	0.689
kmeans_cluster	0.224	0.706	0.706	0.706	0.984	0.243	0.043	0.701	0.118	0.521	1.000	1.000
agglomerative_cluster	0.267	0.998	0.998	0.998	0.358	0.258	0.062	0.990	0.124	0.689	1.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	item_approx_price	accurate_description	seller_name	communication	shipping_speed	title	feedback_pr	item_primary_price	review_count	reasonable_shipping_cost	item_no	comment	kmeans_cluster	agglomerative_cluster	no_of_comments
3451	3.302113	4.9	health-solution-prime	5.0	4.9	Vitamins And Dietary Supplements - Muscle Builder XXL - more muscle growth - 1 B	4.598146	3.003700	0	5.0	334998922302	arrived on time&Excellent&Never received the product nor communication fro seller&Fast shipping	1	0	4
3452	3.302113	4.9	health-solution-prime	5.0	4.9	Vitamins And Dietary Supplements - MALE VIRILITY - formula works well - 1 Bottle	4.598146	3.003700	0	5.0	333636551366	Excellent&Never received the product nor communication fro seller&Fast shipping	1	0	3
3453	3.295096	4.9	health-solution-prime	5.0	4.9	Vitamins And Dietary Supplements - GARCINIA CAMBOGIA -Manage cortisol - 1 B	4.598146	2.996732	0	5.0	334895188794	Excellent&Never received the product nor communication fro seller&Fast shipping	1	0	3
3454	3.440098	4.9	health-solution-prime	5.0	4.9	Vitamins And Dietary Supplements - CREATINE POWDER - INSIDE Your Body - 1 B, 100	4.598146	3.139833	0	5.0	335055451413	Excellent&Never received the product nor communication fro seller&Fast shipping	1	0	3
3455	4.272491	4.9	health-solution-prime	5.0	4.9	Vitamins And Dietary Supplements - ELK VELVET ANTLER - overall wellness - 1 B,60	4.598146	3.965753	0	5.0	335055439038	Excellent&Never received the product nor communication fro seller&Fast shipping	1	0	3
3456	3.302113	4.9	health-solution-prime	5.0	4.9	Hair growth vitamins - ANTI GRAY HAIR DIETARY SUPPLEMENT- Stimulating growth 1B	4.598146	3.003700	0	5.0	332540421476	AA&Really good vitamins&Received item Very Quickly Awesome seller&Excellent&Never received the product nor communication fro seller&Fast shipping	1	0	6
3457	3.187179	5.0	Richisabatin_0	5.0	5.0	TAMAFLEX Fast Acting Dietary Supplement 28 Vegetarian Capsules New SEALED	0.000000	2.890372	6	4.8	154829167423	Fast shipping&all good thank you&Fast shipping&Arrived quickly Well protected while shipped Happy with My purchase &Grewt&Great	0	0	6
3458	3.461979	4.9	Nature Supplements Store	5.0	5.0	heart health mens vitamins - OMEGA 3 6 9 3600 MG - omega 3 fish oil 1B	0.000000	3.161670	0	5.0	283472191823	Great vitamin whith the best price aaaaaaaaaaaaaaaaaaaaaa&&	0	0	3
3459	3.095125	5.0	Nutriment Boutique	4.9	4.9	Berberine 1000mg plus Zinc and Vitamin C 60 Caps Gluten Free	4.610158	2.799717	5	5.0	164671345160	New as promised &Great price, Fast delivery&Excellent fast shipping, Highly recommend this vendor &Excelent ítem&Easy transaction Thank you A&Excellent Product	1	0	6
3460	3.341093	0.0	alg_energy_nutra	0.0	0.0	Organic Spirulina Capsules Dietary Supplement Nutraceutical Vitamin energy Boost	0.000000	3.042139	0	0.0	186008143830	0	2	1	1

	item_approx_price	accurate_description	seller_name	communication	shipping_speed	title	feedback_pr	item_primary_price	review_count	reasonable_shipping_cost	item_no	comment	kmeans_cluster	agglomerative_cluster	no_of_comments
5796	3.961384	5.0	thedingledog	5.0	5.0	Knox Gear 38" Microphone Studio Stand for Yeti and Snowball Microphones NEW/Open	4.614130	3.658420	0	5.0	393708187574	Item as described thanks&Wonderful, great condition, fast shipping So happy to have this game&Awesome seller, price and product Fast shipping, good communication Happy with purchase Thanks	1	0	3
5797	2.056685	0.0	sfdreselling	0.0	0.0	Knox Gear, Pop Filter (KN-PF1) for Broadcasting & Recording Microphones. NEW!	4.462454	1.791759	4	0.0	325115232680	Excellent seller, fast shipping and just as described&fun little book in great shape A&This had arrived in great condition Thanks	2	1	3
5798	4.361951	5.0	Only Amazing Deals	5.0	5.0	🔥JUST FOR KIX - MOVE U🔥 2023 Catalogs Cheer Dance Team Praise 130 TOTAL PAGES	0.000000	4.056643	0	5.0	225735608916	Excellent seller Lightning fast shipping, very careful packing and great catalogs A&Perfect&Excellent The book arrived quickly and was in perfect condition Thank you	0	0	3
5799	3.292126	5.0	Surplus4Businessllc	5.0	5.0	1974-1975 VINTAGE CATALOG #874 FALLER HO N MODEL TRAIN and SLOT CARS CATALOG	4.614130	2.995732	0	4.9	155791251287	Item better then described super fast awesome affordable shipping, Item packaged really well can tell has been in the business a long time super satisfied thank you five stars &The item arrived quickly and in great shape Thanks&She came safe & sound She was packaged very well Exactly as described & shown Thank you so much seller	1	0	5
5800	4.554403	4.9	Capital Music Gear	4.9	5.0	TGV (Train a Grande Vitesse) from Postcards from France	4.596129	4.248352	0	5.0	174343842001	Arrived quickly, exactly as ordered Thank you&Arrived quickly, exactly as ordered Thank you&Arrived quickly, exactly as ordered Thank you	1	0	3
5801	4.236278	5.0	lifestylebyfocus	5.0	5.0	Knox Gear Professional Microphone Studio Stand for Yeti and Snowball Microphones	4.610158	3.931630	0	5.0	314463447294	Item received on time&Great&Great	1	0	3
5802	2.680336	4.9	Sunburst Bargains	4.9	5.0	2005 Lionel Train Catalog O Gauge and S Gauge, NEW, Model Train Book	0.000000	2.395164	0	4.7	385686163958	nice, thanks A&It was in great condition except for this really sticky stuff on front&Fabulous seller and a great transaction	0	0	3
5803	0.000000	4.9	lovehome-zone	5.0	5.0	New 80cc Bicycle Motor Bike Motorized 2 Stroke Petrol Gas Engine Silver	4.606170	4.454347	0	5.0	225779747886	didnt install yet&Quick service, good price&Great tool, stoked to use it	1	0	3
5804	3.341093	0.0	wildwd	0.0	0.0	Morrill Motors unit bearing motor #PSC43E9EGMA2 9W .12 amp 1550rpm 230volt CW Ro	0.000000	3.044046	0	0.0	266303520918	Great item and quick delivery Couldnt ask for more&the unit works but the box had water stains 34 up all 4 sidesand the battery was shorted&Perfect	2	1	3
5805	1.111858	5.0	buyersdelight20	5.0	5.0	New ListingNICOLE EGGERT - STANDING WITH NO CLOTHES ??!!!	4.614130	0.916291	0	5.0	325851258913	AAAAAAAAAAAAAAA&AAAAAAAAAAAAAA&Excellent photo dealer question are answer and ship to you right away you can trust them give billion ratings	1	0	3

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Connector Punctuation

Final Punctuation

Math Symbol

Open Punctuation

Close Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Punctuation

Letterlike Symbols

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Other Symbol

Decimal Number

Other Letter

Nonspacing Mark

Math Symbol

Open Punctuation

Close Punctuation

Spacing Mark

Modifier Symbol

Space Separator

Dash Punctuation

Final Punctuation

Initial Punctuation

Format

Currency Symbol

Other Number

Private Use

Most occurring scripts

Most frequent character per script

Common

Latin

Khmer

Cyrillic

Inherited

Unknown

Most occurring blocks

Most frequent character per block

ASCII

Punctuation

None

Misc Symbols

Khmer

Cyrillic

VS

Letterlike Symbols

Dingbats

Specials

PUA

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter